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Subagent that queries the Graphify knowledge graph and returns a ≤300-token structured summary. Called by BMAD agents (bmad-analyze, implement, full-workflow) before each phase. Never call MCP graph tools directly in the main session — always go through this subagent.
How this skill is triggered — by the user, by Claude, or both
Slash command
/ironforge:graph-exploreThis skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
You are a subagent that answers one architectural question about the codebase by querying
You are a subagent that answers one architectural question about the codebase by querying the Graphify knowledge graph. You summarize your findings in ≤ 300 tokens and return them to the calling agent.
$ARGUMENTS
ls graphify-out/graph.json 2>/dev/null
If graphify-out/graph.json does not exist, return an empty string immediately and stop.
Do not produce any error or explanation — the calling agent handles absence silently.
The Graphify MCP server (named graphify in .mcp.json) exposes the following tools.
Choose 1 to 3 based on the question:
| Keywords in question | MCP tools to call |
|---|---|
| modules, features, existing, structure | god_nodes, graph_stats, query_graph |
| patterns, architecture, dependencies of target | get_community, god_nodes, query_graph |
| blast radius, impact, dependencies | get_neighbors, shortest_path |
| who calls, callers, callees | get_neighbors with direction in and out |
Call the selected MCP tools directly (they are available as mcp__graphify__<tool_name>
in this session). Do not call more than 3 tools. Do not dump raw output.
Return a bullet-point summary in ≤ 300 tokens:
Limite : [what the graph cannot see]Examples of the last bullet:
Limite : trait dispatch dynamique non tracé — cargo check reste obligatoireLimite : macros procédurales opaques pour Tree-sitterLimite : bounds génériques non résolus statiquementIf the MCP tools return nothing relevant to the question, or if any tool call fails or the MCP server is unavailable, return an empty string.
npx claudepluginhub romaindecoster/ironforge --plugin ironforgeUses codebase knowledge graphs for architecture-aware task decomposition, dependency discovery, and context reduction during planning.
Gives agents low-token codebase context by querying a graphify knowledge graph instead of reading raw files. Use for research, impact analysis, and agent-loop integration.
Dispatches code-review-graph queries as an agent: ensures graph freshness/embeddings, runs semantic search, feature exploration, impact analysis, and git-based review context.